Table 5 Ablation study on kernel sizes for the dynamic-C2f module.

From: Smartphone screen surface defect detection using dynamic large separable kernel attention and multi-scale feature bi-directional path aggregation network

Kernel size

Params (M)

FLOPs (G)

MSD

SSGD

mAP@0.5

mAP@0.5:0.95

mAP@0.5

mAP@0.5:0.95

7

4.3

9.8

98.8

70.9

37.6

17.5

5

3.6

7.4

98.9

70.2

42.2

19.0

3

3.0

5.8

99.3

70.9

46.0

20.2

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